project-data-intel
Fail
Audited by Gen Agent Trust Hub on Mar 17, 2026
Risk Level: HIGHCREDENTIALS_UNSAFECOMMAND_EXECUTIONDATA_EXFILTRATIONPROMPT_INJECTIONEXTERNAL_DOWNLOADS
Full Analysis
- [CREDENTIALS_UNSAFE]: The architecture documentation describes a process where API keys (Anthropic, Gemini, Flux2) are discovered from environment variables or config files and then injected into a
{PROJECT_CODE}_data.jsfile. This file is intended to be loaded by a client-side browser dashboard, effectively exposing the credentials to any user or environment with access to the dashboard. - [COMMAND_EXECUTION]: The skill contains logic to generate, copy, and write files to the project directory, including HTML templates, JavaScript data payloads, and log files in the 'AI
- Project Brain/' folder.
- [DATA_EXFILTRATION]: The skill enables direct API calls from the browser to
api.anthropic.comusing theanthropic-dangerous-direct-browser-accessheader. This pattern, combined with client-side key exposure, allows for potential unauthorized access to the developer's API accounts. - [PROMPT_INJECTION]: The AI chatbot component processes external project data (RFIs, submittals, daily reports) as context for answering queries. This creates a surface for indirect prompt injection attacks where malicious actors could embed instructions in project documents to manipulate the AI's behavior.
- Ingestion points:
submittals.json,rfis.json,daily-reports.json,meetings.json,change-orders.json,inspections.json(as described in SKILL.md and references/skill-detail.md). - Boundary markers: None identified in the provided
chatbotConfigsystem prompt logic. - Capability inventory: File writing (
{PROJECT_CODE}_data.js,{PROJECT_CODE}_Data_Intel.html) and outbound network requests to Anthropic API. - Sanitization: The skill utilizes
DOMPurifyfor UI rendering but does not specify sanitization for data interpolated into LLM prompts. - [EXTERNAL_DOWNLOADS]: The dashboard template references multiple third-party libraries (Chart.js, Fabric.js, D3.js, DOMPurify) via the
cdn.jsdelivr.netCDN. These are well-known technology services.
Recommendations
- AI detected serious security threats
Audit Metadata